Movies fascinate audiences with their narratives, characters, and visual storytelling. But perhaps the most memorable element of a film is its ending. A well-crafted conclusion can leave viewers fulfilled, while a unsatisfactorily executed one can leave audiences wanting more. Analyzing movie endings allows us to investigate the cinematic choices m